{
 "cells": [
  {
   "cell_type": "markdown",
   "source": [
    "## Matplotlib 标签和标题\n",
    "### 创建标签\n",
    "使用 xlabel() 和 ylabel() 函数为 x 和 y 轴设置一个标签"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 640x480 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 给x和y轴添加一个标签\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "y = np.array([3, 8, 1, 10])\n",
    "\n",
    "plt.plot(y)\n",
    "plt.xlabel('X')\n",
    "plt.ylabel('Y')\n",
    "\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "### 创建标题\n",
    "使用 title() 函数为绘制的图表设置一个标题"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 640x480 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "y = np.array([3, 8, 1, 10])\n",
    "\n",
    "plt.plot(y)\n",
    "\n",
    "plt.title('Data')\n",
    "plt.xlabel('X')\n",
    "plt.ylabel('Y')\n",
    "\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "### 为标题和标签设置字体属性\n",
    "在xlabel(), ylabel(), 和 title() 方法种使用 fontdict 参数为标题和标签设置字体属性"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 640x480 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "y = np.array([3, 8, 1, 10])\n",
    "\n",
    "plt.plot(y)\n",
    "\n",
    "font1 = {'family':'serif', 'color':'blue', 'size':'20'}\n",
    "font2 = {'family':'serif', 'color':'darkred', 'size':'15'}\n",
    "\n",
    "plt.title('Data', fontdict=font1)\n",
    "plt.xlabel('X', fontdict=font2)\n",
    "plt.ylabel('Y', fontdict=font2)\n",
    "\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "### 设置标题位置\n",
    "* 在 title() 种使用 loc 参数来设置标题的位置\n",
    "* 可设置的值有: ‘left’, ‘right’, 和 ‘center’. 默认值是 ‘center’"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 640x480 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "y = np.array([3, 8, 1, 10])\n",
    "\n",
    "plt.plot(y)\n",
    "\n",
    "# plt.title('Data', loc='left')\n",
    "# plt.title('Data', loc='right')\n",
    "plt.title('Data', loc='center')\n",
    "plt.xlabel('X')\n",
    "plt.ylabel('Y')\n",
    "\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}